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VARIABLE SELECTION AND ESTIMATION IN HIGH-DIMENSIONAL VARYING-COEFFICIENT MODELS

Nonparametric varying coefficient models are useful for studying the time-dependent effects of variables. Many procedures have been developed for estimation and variable selection in such models. However, existing work has focused on the case when the number of variables is fixed or smaller than the...

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Hlavní autoři: Wei, Fengrong, Huang, Jian, Li, Hongzhe
Médium: Artigo
Jazyk:Inglês
Vydáno: 2011
Témata:
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC3902862/
https://ncbi.nlm.nih.gov/pubmed/24478564
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.5705/ss.2009.316
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